Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 728 |
| Missing cells | 1933 |
| Missing cells (%) | 12.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 111.0 KiB |
| Average record size in memory | 156.2 B |
Variable types
| Numeric | 16 |
|---|---|
| DateTime | 1 |
| Categorical | 2 |
| Unsupported | 2 |
snow has constant value "10.0" | Constant |
Global_active_power is highly overall correlated with Global_intensity | High correlation |
Global_intensity is highly overall correlated with Global_active_power | High correlation |
tavg is highly overall correlated with tmax and 1 other fields | High correlation |
tmax is highly overall correlated with tavg and 1 other fields | High correlation |
tmin is highly overall correlated with tavg and 1 other fields | High correlation |
snow has 477 (65.5%) missing values | Missing |
wpgt has 728 (100.0%) missing values | Missing |
tsun has 728 (100.0%) missing values | Missing |
Datetime has unique values | Unique |
wpgt is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
tsun is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Global_reactive_power has 181 (24.9%) zeros | Zeros |
Sub_metering_1 has 691 (94.9%) zeros | Zeros |
Sub_metering_2 has 522 (71.7%) zeros | Zeros |
Sub_metering_3 has 468 (64.3%) zeros | Zeros |
prcp has 411 (56.5%) zeros | Zeros |
Reproduction
| Analysis started | 2024-10-16 15:07:46.767300 |
|---|---|
| Analysis finished | 2024-10-16 15:08:47.227950 |
| Duration | 1 minute and 0.46 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
Global_active_power
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 406 |
|---|---|
| Distinct (%) | 55.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.80824725 |
| Minimum | 0.08 |
|---|---|
| Maximum | 5.544 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 0.08 |
|---|---|
| 5-th percentile | 0.1587 |
| Q1 | 0.264 |
| median | 0.394 |
| Q3 | 1.241 |
| 95-th percentile | 2.7808 |
| Maximum | 5.544 |
| Range | 5.464 |
| Interquartile range (IQR) | 0.977 |
Descriptive statistics
| Standard deviation | 0.90083816 |
|---|---|
| Coefficient of variation (CV) | 1.1145576 |
| Kurtosis | 4.9245651 |
| Mean | 0.80824725 |
| Median Absolute Deviation (MAD) | 0.169 |
| Skewness | 2.154245 |
| Sum | 588.404 |
| Variance | 0.81150939 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.326 | 8 | 1.1% |
| 0.25 | 7 | 1.0% |
| 0.324 | 7 | 1.0% |
| 0.29 | 6 | 0.8% |
| 0.292 | 6 | 0.8% |
| 0.354 | 6 | 0.8% |
| 0.258 | 6 | 0.8% |
| 0.314 | 6 | 0.8% |
| 0.218 | 6 | 0.8% |
| 0.404 | 5 | 0.7% |
| Other values (396) | 665 |
| Value | Count | Frequency (%) |
| 0.08 | 3 | |
| 0.082 | 3 | |
| 0.084 | 1 | 0.1% |
| 0.086 | 1 | 0.1% |
| 0.102 | 3 | |
| 0.104 | 1 | 0.1% |
| 0.108 | 1 | 0.1% |
| 0.114 | 3 | |
| 0.116 | 2 | |
| 0.118 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 5.544 | 1 | |
| 5.376 | 1 | |
| 4.786 | 1 | |
| 4.718 | 1 | |
| 4.646 | 1 | |
| 4.36 | 1 | |
| 4.286 | 1 | |
| 4.094 | 1 | |
| 3.966 | 1 | |
| 3.902 | 1 |
Global_reactive_power
Real number (ℝ)
ZEROS 
| Distinct | 148 |
|---|---|
| Distinct (%) | 20.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.11026374 |
| Minimum | 0 |
|---|---|
| Maximum | 0.588 |
| Zeros | 181 |
| Zeros (%) | 24.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.046 |
| median | 0.094 |
| Q3 | 0.154 |
| 95-th percentile | 0.2986 |
| Maximum | 0.588 |
| Range | 0.588 |
| Interquartile range (IQR) | 0.108 |
Descriptive statistics
| Standard deviation | 0.097748107 |
|---|---|
| Coefficient of variation (CV) | 0.88649369 |
| Kurtosis | 1.3053862 |
| Mean | 0.11026374 |
| Median Absolute Deviation (MAD) | 0.06 |
| Skewness | 1.032959 |
| Sum | 80.272 |
| Variance | 0.0095546924 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 181 | |
| 0.09 | 12 | 1.6% |
| 0.058 | 12 | 1.6% |
| 0.082 | 11 | 1.5% |
| 0.102 | 11 | 1.5% |
| 0.104 | 11 | 1.5% |
| 0.088 | 11 | 1.5% |
| 0.086 | 10 | 1.4% |
| 0.094 | 10 | 1.4% |
| 0.12 | 10 | 1.4% |
| Other values (138) | 449 |
| Value | Count | Frequency (%) |
| 0 | 181 | |
| 0.046 | 7 | 1.0% |
| 0.048 | 5 | 0.7% |
| 0.05 | 8 | 1.1% |
| 0.052 | 6 | 0.8% |
| 0.054 | 4 | 0.5% |
| 0.056 | 6 | 0.8% |
| 0.058 | 12 | 1.6% |
| 0.06 | 6 | 0.8% |
| 0.062 | 8 | 1.1% |
| Value | Count | Frequency (%) |
| 0.588 | 1 | 0.1% |
| 0.564 | 1 | 0.1% |
| 0.44 | 1 | 0.1% |
| 0.404 | 1 | 0.1% |
| 0.396 | 1 | 0.1% |
| 0.392 | 1 | 0.1% |
| 0.382 | 3 | |
| 0.38 | 1 | 0.1% |
| 0.378 | 1 | 0.1% |
| 0.368 | 1 | 0.1% |
Voltage
Real number (ℝ)
| Distinct | 505 |
|---|---|
| Distinct (%) | 69.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 241.88342 |
| Minimum | 229.4 |
|---|---|
| Maximum | 248.61 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 229.4 |
|---|---|
| 5-th percentile | 236.5415 |
| Q1 | 240.455 |
| median | 242.33 |
| Q3 | 243.7125 |
| 95-th percentile | 245.853 |
| Maximum | 248.61 |
| Range | 19.21 |
| Interquartile range (IQR) | 3.2575 |
Descriptive statistics
| Standard deviation | 2.8415497 |
|---|---|
| Coefficient of variation (CV) | 0.0117476 |
| Kurtosis | 1.2009578 |
| Mean | 241.88342 |
| Median Absolute Deviation (MAD) | 1.59 |
| Skewness | -0.83414206 |
| Sum | 176091.13 |
| Variance | 8.0744049 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 243.03 | 6 | 0.8% |
| 241.45 | 5 | 0.7% |
| 243.38 | 5 | 0.7% |
| 242.56 | 5 | 0.7% |
| 241.25 | 5 | 0.7% |
| 241.55 | 4 | 0.5% |
| 241.95 | 4 | 0.5% |
| 242.8 | 4 | 0.5% |
| 241.94 | 4 | 0.5% |
| 243.92 | 4 | 0.5% |
| Other values (495) | 682 |
| Value | Count | Frequency (%) |
| 229.4 | 1 | 0.1% |
| 231.82 | 1 | 0.1% |
| 232.21 | 1 | 0.1% |
| 232.73 | 1 | 0.1% |
| 232.83 | 1 | 0.1% |
| 232.88 | 1 | 0.1% |
| 233.05 | 4 | |
| 233.18 | 1 | 0.1% |
| 233.77 | 1 | 0.1% |
| 233.8 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 248.61 | 1 | |
| 248.58 | 1 | |
| 248.44 | 1 | |
| 247.29 | 1 | |
| 247.27 | 1 | |
| 247.23 | 1 | |
| 247.16 | 1 | |
| 247.1 | 1 | |
| 247.07 | 1 | |
| 246.97 | 1 |
Global_intensity
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 81 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4211538 |
| Minimum | 0.2 |
|---|---|
| Maximum | 23.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 0.67 |
| Q1 | 1.2 |
| median | 1.8 |
| Q3 | 5.2 |
| 95-th percentile | 11.73 |
| Maximum | 23.2 |
| Range | 23 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.7321523 |
|---|---|
| Coefficient of variation (CV) | 1.0909045 |
| Kurtosis | 5.1451087 |
| Mean | 3.4211538 |
| Median Absolute Deviation (MAD) | 0.8 |
| Skewness | 2.1853675 |
| Sum | 2490.6 |
| Variance | 13.92896 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.4 | 81 | 11.1% |
| 1 | 79 | 10.9% |
| 1.2 | 69 | 9.5% |
| 1.6 | 45 | 6.2% |
| 1.8 | 45 | 6.2% |
| 0.8 | 42 | 5.8% |
| 2 | 27 | 3.7% |
| 2.2 | 26 | 3.6% |
| 0.6 | 24 | 3.3% |
| 2.4 | 22 | 3.0% |
| Other values (71) | 268 |
| Value | Count | Frequency (%) |
| 0.2 | 8 | 1.1% |
| 0.4 | 5 | 0.7% |
| 0.6 | 24 | 3.3% |
| 0.8 | 42 | |
| 1 | 79 | |
| 1.2 | 69 | |
| 1.4 | 81 | |
| 1.6 | 45 | |
| 1.8 | 45 | |
| 2 | 27 | 3.7% |
| Value | Count | Frequency (%) |
| 23.2 | 1 | |
| 22.6 | 1 | |
| 20 | 1 | |
| 19.8 | 2 | |
| 18 | 1 | |
| 17.8 | 1 | |
| 17 | 2 | |
| 16.4 | 1 | |
| 16 | 1 | |
| 15.8 | 1 |
Sub_metering_1
Real number (ℝ)
ZEROS 
| Distinct | 8 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.62774725 |
| Minimum | 0 |
|---|---|
| Maximum | 40 |
| Zeros | 691 |
| Zeros (%) | 94.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.65 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.6807457 |
|---|---|
| Coefficient of variation (CV) | 7.4564177 |
| Kurtosis | 61.206129 |
| Mean | 0.62774725 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.918295 |
| Sum | 457 |
| Variance | 21.90938 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 691 | |
| 1 | 21 | 2.9% |
| 38 | 5 | 0.7% |
| 2 | 4 | 0.5% |
| 39 | 4 | 0.5% |
| 35 | 1 | 0.1% |
| 40 | 1 | 0.1% |
| 7 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 691 | |
| 1 | 21 | 2.9% |
| 2 | 4 | 0.5% |
| 7 | 1 | 0.1% |
| 35 | 1 | 0.1% |
| 38 | 5 | 0.7% |
| 39 | 4 | 0.5% |
| 40 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 40 | 1 | 0.1% |
| 39 | 4 | 0.5% |
| 38 | 5 | 0.7% |
| 35 | 1 | 0.1% |
| 7 | 1 | 0.1% |
| 2 | 4 | 0.5% |
| 1 | 21 | 2.9% |
| 0 | 691 |
Sub_metering_2
Real number (ℝ)
ZEROS 
| Distinct | 12 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.76510989 |
| Minimum | 0 |
|---|---|
| Maximum | 38 |
| Zeros | 522 |
| Zeros (%) | 71.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 38 |
| Range | 38 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 3.5237129 |
|---|---|
| Coefficient of variation (CV) | 4.6054991 |
| Kurtosis | 82.406366 |
| Mean | 0.76510989 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.8701191 |
| Sum | 557 |
| Variance | 12.416553 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 522 | |
| 1 | 126 | 17.3% |
| 2 | 65 | 8.9% |
| 4 | 6 | 0.8% |
| 36 | 2 | 0.3% |
| 21 | 1 | 0.1% |
| 37 | 1 | 0.1% |
| 30 | 1 | 0.1% |
| 18 | 1 | 0.1% |
| 26 | 1 | 0.1% |
| Other values (2) | 2 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 522 | |
| 1 | 126 | 17.3% |
| 2 | 65 | 8.9% |
| 4 | 6 | 0.8% |
| 18 | 1 | 0.1% |
| 21 | 1 | 0.1% |
| 26 | 1 | 0.1% |
| 30 | 1 | 0.1% |
| 35 | 1 | 0.1% |
| 36 | 2 | 0.3% |
| Value | Count | Frequency (%) |
| 38 | 1 | 0.1% |
| 37 | 1 | 0.1% |
| 36 | 2 | 0.3% |
| 35 | 1 | 0.1% |
| 30 | 1 | 0.1% |
| 26 | 1 | 0.1% |
| 21 | 1 | 0.1% |
| 18 | 1 | 0.1% |
| 4 | 6 | 0.8% |
| 2 | 65 |
Sub_metering_3
Real number (ℝ)
ZEROS 
| Distinct | 12 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4574176 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 468 |
| Zeros (%) | 64.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 18 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 6.8399546 |
|---|---|
| Coefficient of variation (CV) | 1.9783421 |
| Kurtosis | 0.71756129 |
| Mean | 3.4574176 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.6350579 |
| Sum | 2517 |
| Variance | 46.784979 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 468 | |
| 1 | 123 | 16.9% |
| 18 | 89 | 12.2% |
| 17 | 24 | 3.3% |
| 19 | 17 | 2.3% |
| 2 | 1 | 0.1% |
| 16 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| 7 | 1 | 0.1% |
| 12 | 1 | 0.1% |
| Other values (2) | 2 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 468 | |
| 1 | 123 | 16.9% |
| 2 | 1 | 0.1% |
| 3 | 1 | 0.1% |
| 7 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| 11 | 1 | 0.1% |
| 12 | 1 | 0.1% |
| 16 | 1 | 0.1% |
| 17 | 24 | 3.3% |
| Value | Count | Frequency (%) |
| 19 | 17 | 2.3% |
| 18 | 89 | |
| 17 | 24 | 3.3% |
| 16 | 1 | 0.1% |
| 12 | 1 | 0.1% |
| 11 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| 7 | 1 | 0.1% |
| 3 | 1 | 0.1% |
| 2 | 1 | 0.1% |
Datetime
Date
UNIQUE 
| Distinct | 728 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.8 KiB |
| Minimum | 2006-12-17 00:00:00 |
|---|---|
| Maximum | 2008-12-13 00:00:00 |
tavg
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 216 |
|---|---|
| Distinct (%) | 29.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.488049 |
| Minimum | -1.6 |
|---|---|
| Maximum | 26.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 8 |
| Negative (%) | 1.1% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | -1.6 |
|---|---|
| 5-th percentile | 2.77 |
| Q1 | 8.3 |
| median | 12.5 |
| Q3 | 17.7 |
| 95-th percentile | 20.965 |
| Maximum | 26.2 |
| Range | 27.8 |
| Interquartile range (IQR) | 9.4 |
Descriptive statistics
| Standard deviation | 5.8174435 |
|---|---|
| Coefficient of variation (CV) | 0.46584085 |
| Kurtosis | -0.79642261 |
| Mean | 12.488049 |
| Median Absolute Deviation (MAD) | 4.6 |
| Skewness | -0.1317714 |
| Sum | 9091.3 |
| Variance | 33.842649 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18.2 | 11 | 1.5% |
| 10.2 | 11 | 1.5% |
| 10.3 | 11 | 1.5% |
| 9.5 | 10 | 1.4% |
| 10.7 | 10 | 1.4% |
| 9.1 | 9 | 1.2% |
| 18.7 | 9 | 1.2% |
| 17.9 | 9 | 1.2% |
| 17.8 | 8 | 1.1% |
| 8.7 | 8 | 1.1% |
| Other values (206) | 632 |
| Value | Count | Frequency (%) |
| -1.6 | 1 | |
| -1.1 | 1 | |
| -0.9 | 2 | |
| -0.8 | 1 | |
| -0.6 | 1 | |
| -0.2 | 2 | |
| 0.3 | 2 | |
| 0.5 | 2 | |
| 0.7 | 1 | |
| 1.1 | 2 |
| Value | Count | Frequency (%) |
| 26.2 | 1 | |
| 25.6 | 1 | |
| 25.5 | 1 | |
| 25.3 | 1 | |
| 25.1 | 1 | |
| 24.6 | 1 | |
| 24.4 | 1 | |
| 24.2 | 1 | |
| 23.8 | 1 | |
| 23.4 | 1 |
tmin
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 204 |
|---|---|
| Distinct (%) | 28.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.1200549 |
| Minimum | -3.6 |
|---|---|
| Maximum | 20.4 |
| Zeros | 3 |
| Zeros (%) | 0.4% |
| Negative | 29 |
| Negative (%) | 4.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | -3.6 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 5.4 |
| median | 9.1 |
| Q3 | 13.625 |
| 95-th percentile | 16.765 |
| Maximum | 20.4 |
| Range | 24 |
| Interquartile range (IQR) | 8.225 |
Descriptive statistics
| Standard deviation | 5.2176701 |
|---|---|
| Coefficient of variation (CV) | 0.5721095 |
| Kurtosis | -0.87096483 |
| Mean | 9.1200549 |
| Median Absolute Deviation (MAD) | 4.2 |
| Skewness | -0.20312558 |
| Sum | 6639.4 |
| Variance | 27.224081 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14.4 | 9 | 1.2% |
| 15.8 | 9 | 1.2% |
| 15.1 | 8 | 1.1% |
| 12 | 8 | 1.1% |
| 11.8 | 8 | 1.1% |
| 5.4 | 8 | 1.1% |
| 10.2 | 8 | 1.1% |
| 12.8 | 8 | 1.1% |
| 6.3 | 8 | 1.1% |
| 6.9 | 8 | 1.1% |
| Other values (194) | 646 |
| Value | Count | Frequency (%) |
| -3.6 | 1 | |
| -3.1 | 1 | |
| -2.8 | 2 | |
| -2.4 | 1 | |
| -2.3 | 2 | |
| -2.2 | 2 | |
| -2.1 | 1 | |
| -1.7 | 2 | |
| -1.6 | 1 | |
| -1.4 | 1 |
| Value | Count | Frequency (%) |
| 20.4 | 1 | 0.1% |
| 19.7 | 1 | 0.1% |
| 19.4 | 1 | 0.1% |
| 19.3 | 1 | 0.1% |
| 18.7 | 1 | 0.1% |
| 18.6 | 1 | 0.1% |
| 18.5 | 1 | 0.1% |
| 18.4 | 1 | 0.1% |
| 18.1 | 1 | 0.1% |
| 18 | 3 |
tmax
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 248 |
|---|---|
| Distinct (%) | 34.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.555357 |
| Minimum | 0.7 |
|---|---|
| Maximum | 34 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 0.7 |
|---|---|
| 5-th percentile | 5.805 |
| Q1 | 11.275 |
| median | 16.55 |
| Q3 | 22.1 |
| 95-th percentile | 27.3 |
| Maximum | 34 |
| Range | 33.3 |
| Interquartile range (IQR) | 10.825 |
Descriptive statistics
| Standard deviation | 6.9032794 |
|---|---|
| Coefficient of variation (CV) | 0.41698161 |
| Kurtosis | -0.74517443 |
| Mean | 16.555357 |
| Median Absolute Deviation (MAD) | 5.45 |
| Skewness | 0.02555871 |
| Sum | 12052.3 |
| Variance | 47.655267 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11.8 | 11 | 1.5% |
| 11.7 | 10 | 1.4% |
| 12.9 | 9 | 1.2% |
| 21.4 | 8 | 1.1% |
| 8.5 | 8 | 1.1% |
| 22.8 | 7 | 1.0% |
| 20.7 | 7 | 1.0% |
| 10.6 | 7 | 1.0% |
| 22.6 | 7 | 1.0% |
| 13.2 | 7 | 1.0% |
| Other values (238) | 647 |
| Value | Count | Frequency (%) |
| 0.7 | 1 | |
| 0.8 | 1 | |
| 0.9 | 2 | |
| 1 | 1 | |
| 1.1 | 1 | |
| 1.8 | 1 | |
| 2.4 | 1 | |
| 2.6 | 1 | |
| 2.7 | 2 | |
| 2.8 | 2 |
| Value | Count | Frequency (%) |
| 34 | 1 | |
| 33.3 | 2 | |
| 32.4 | 1 | |
| 31.8 | 2 | |
| 31.7 | 1 | |
| 31.6 | 1 | |
| 31.5 | 1 | |
| 31.3 | 2 | |
| 30.8 | 1 | |
| 30.5 | 1 |
prcp
Real number (ℝ)
ZEROS 
| Distinct | 62 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7192308 |
| Minimum | 0 |
|---|---|
| Maximum | 44.7 |
| Zeros | 411 |
| Zeros (%) | 56.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.5 |
| 95-th percentile | 8.225 |
| Maximum | 44.7 |
| Range | 44.7 |
| Interquartile range (IQR) | 1.5 |
Descriptive statistics
| Standard deviation | 4.1770498 |
|---|---|
| Coefficient of variation (CV) | 2.4296039 |
| Kurtosis | 30.735513 |
| Mean | 1.7192308 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.7737746 |
| Sum | 1251.6 |
| Variance | 17.447745 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 411 | |
| 0.5 | 43 | 5.9% |
| 0.3 | 34 | 4.7% |
| 0.8 | 23 | 3.2% |
| 1.5 | 16 | 2.2% |
| 2.3 | 15 | 2.1% |
| 1.3 | 14 | 1.9% |
| 1 | 14 | 1.9% |
| 3.3 | 10 | 1.4% |
| 2 | 9 | 1.2% |
| Other values (52) | 139 | 19.1% |
| Value | Count | Frequency (%) |
| 0 | 411 | |
| 0.2 | 2 | 0.3% |
| 0.3 | 34 | 4.7% |
| 0.5 | 43 | 5.9% |
| 0.8 | 23 | 3.2% |
| 1 | 14 | 1.9% |
| 1.3 | 14 | 1.9% |
| 1.5 | 16 | 2.2% |
| 1.8 | 6 | 0.8% |
| 2 | 9 | 1.2% |
| Value | Count | Frequency (%) |
| 44.7 | 1 | |
| 31.5 | 1 | |
| 30.5 | 2 | |
| 27.4 | 1 | |
| 24.9 | 1 | |
| 24.4 | 1 | |
| 21.1 | 2 | |
| 19.6 | 1 | |
| 18.5 | 1 | |
| 17.5 | 1 |
snow
Categorical
CONSTANT  MISSING 
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 477 |
| Missing (%) | 65.5% |
| Memory size | 44.9 KiB |
| 10.0 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1004 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 10.0 |
|---|---|
| 2nd row | 10.0 |
| 3rd row | 10.0 |
| 4th row | 10.0 |
| 5th row | 10.0 |
Common Values
| Value | Count | Frequency (%) |
| 10.0 | 251 | |
| (Missing) | 477 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 10.0 | 251 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 502 | |
| 1 | 251 | |
| . | 251 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1004 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 502 | |
| 1 | 251 | |
| . | 251 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1004 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 502 | |
| 1 | 251 | |
| . | 251 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1004 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 502 | |
| 1 | 251 | |
| . | 251 |
wdir
Real number (ℝ)
| Distinct | 290 |
|---|---|
| Distinct (%) | 39.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 187.57143 |
| Minimum | 0 |
|---|---|
| Maximum | 359 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 112.5 |
| median | 208 |
| Q3 | 260 |
| 95-th percentile | 340.3 |
| Maximum | 359 |
| Range | 359 |
| Interquartile range (IQR) | 147.5 |
Descriptive statistics
| Standard deviation | 100.08765 |
|---|---|
| Coefficient of variation (CV) | 0.53359754 |
| Kurtosis | -0.8845513 |
| Mean | 187.57143 |
| Median Absolute Deviation (MAD) | 67 |
| Skewness | -0.35689492 |
| Sum | 136552 |
| Variance | 10017.538 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 214 | 10 | 1.4% |
| 216 | 9 | 1.2% |
| 210 | 7 | 1.0% |
| 8 | 7 | 1.0% |
| 219 | 7 | 1.0% |
| 261 | 6 | 0.8% |
| 201 | 6 | 0.8% |
| 20 | 6 | 0.8% |
| 306 | 6 | 0.8% |
| 213 | 6 | 0.8% |
| Other values (280) | 658 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 2 | 3 | |
| 3 | 1 | 0.1% |
| 4 | 2 | 0.3% |
| 5 | 3 | |
| 6 | 1 | 0.1% |
| 7 | 5 | |
| 8 | 7 | |
| 9 | 2 | 0.3% |
| 10 | 2 | 0.3% |
| Value | Count | Frequency (%) |
| 359 | 1 | 0.1% |
| 358 | 2 | |
| 356 | 3 | |
| 355 | 2 | |
| 354 | 4 | |
| 353 | 3 | |
| 352 | 2 | |
| 350 | 2 | |
| 349 | 4 | |
| 348 | 1 | 0.1% |
wspd
Real number (ℝ)
| Distinct | 167 |
|---|---|
| Distinct (%) | 22.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.53489 |
| Minimum | 3.1 |
|---|---|
| Maximum | 36.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 3.1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 8.5 |
| median | 10.9 |
| Q3 | 13.9 |
| 95-th percentile | 18.8 |
| Maximum | 36.4 |
| Range | 33.3 |
| Interquartile range (IQR) | 5.4 |
Descriptive statistics
| Standard deviation | 4.1463618 |
|---|---|
| Coefficient of variation (CV) | 0.35946262 |
| Kurtosis | 2.3670798 |
| Mean | 11.53489 |
| Median Absolute Deviation (MAD) | 2.6 |
| Skewness | 1.0418591 |
| Sum | 8397.4 |
| Variance | 17.192316 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.8 | 16 | 2.2% |
| 13 | 15 | 2.1% |
| 9.7 | 14 | 1.9% |
| 10 | 13 | 1.8% |
| 9.5 | 12 | 1.6% |
| 8.8 | 12 | 1.6% |
| 9.8 | 12 | 1.6% |
| 7.5 | 11 | 1.5% |
| 8.6 | 11 | 1.5% |
| 8.5 | 10 | 1.4% |
| Other values (157) | 602 |
| Value | Count | Frequency (%) |
| 3.1 | 1 | 0.1% |
| 4.2 | 1 | 0.1% |
| 4.3 | 2 | |
| 4.4 | 1 | 0.1% |
| 4.5 | 1 | 0.1% |
| 4.6 | 3 | |
| 4.8 | 4 | |
| 4.9 | 2 | |
| 5 | 1 | 0.1% |
| 5.1 | 2 |
| Value | Count | Frequency (%) |
| 36.4 | 1 | |
| 29.1 | 1 | |
| 27.8 | 1 | |
| 26.2 | 1 | |
| 25.6 | 1 | |
| 25 | 1 | |
| 24.8 | 1 | |
| 23.5 | 2 | |
| 23.2 | 2 | |
| 22.5 | 1 |
wpgt
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 728 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 5.8 KiB |
pres
Real number (ℝ)
| Distinct | 316 |
|---|---|
| Distinct (%) | 43.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1017.3728 |
| Minimum | 989 |
|---|---|
| Maximum | 1041.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 989 |
|---|---|
| 5-th percentile | 1001.07 |
| Q1 | 1011.6 |
| median | 1017 |
| Q3 | 1023 |
| 95-th percentile | 1032.9 |
| Maximum | 1041.4 |
| Range | 52.4 |
| Interquartile range (IQR) | 11.4 |
Descriptive statistics
| Standard deviation | 9.2739657 |
|---|---|
| Coefficient of variation (CV) | 0.0091156021 |
| Kurtosis | 0.043953189 |
| Mean | 1017.3728 |
| Median Absolute Deviation (MAD) | 5.7 |
| Skewness | -0.10968287 |
| Sum | 740647.4 |
| Variance | 86.006439 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1021.5 | 9 | 1.2% |
| 1022.7 | 9 | 1.2% |
| 1016.8 | 8 | 1.1% |
| 1015.3 | 8 | 1.1% |
| 1028.3 | 8 | 1.1% |
| 1016.4 | 8 | 1.1% |
| 1011 | 8 | 1.1% |
| 1013.8 | 8 | 1.1% |
| 1021.4 | 7 | 1.0% |
| 1020.5 | 7 | 1.0% |
| Other values (306) | 648 |
| Value | Count | Frequency (%) |
| 989 | 1 | |
| 989.9 | 1 | |
| 991.4 | 1 | |
| 992.3 | 1 | |
| 992.9 | 2 | |
| 993.8 | 1 | |
| 993.9 | 1 | |
| 994.8 | 1 | |
| 995 | 1 | |
| 995.8 | 2 |
| Value | Count | Frequency (%) |
| 1041.4 | 1 | |
| 1039.7 | 1 | |
| 1039.5 | 1 | |
| 1039.4 | 1 | |
| 1039.2 | 1 | |
| 1038.7 | 2 | |
| 1038.4 | 1 | |
| 1038.2 | 1 | |
| 1037.5 | 2 | |
| 1036.9 | 1 |
tsun
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 728 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 5.8 KiB |
Year
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 43.5 KiB |
| 2007 | |
|---|---|
| 2008 | |
| 2006 | 15 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 2912 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2006 |
|---|---|
| 2nd row | 2006 |
| 3rd row | 2006 |
| 4th row | 2006 |
| 5th row | 2006 |
Common Values
| Value | Count | Frequency (%) |
| 2007 | 365 | |
| 2008 | 348 | |
| 2006 | 15 | 2.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2007 | 365 | |
| 2008 | 348 | |
| 2006 | 15 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1456 | |
| 2 | 728 | |
| 7 | 365 | 12.5% |
| 8 | 348 | 12.0% |
| 6 | 15 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2912 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1456 | |
| 2 | 728 | |
| 7 | 365 | 12.5% |
| 8 | 348 | 12.0% |
| 6 | 15 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2912 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1456 | |
| 2 | 728 | |
| 7 | 365 | 12.5% |
| 8 | 348 | 12.0% |
| 6 | 15 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2912 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1456 | |
| 2 | 728 | |
| 7 | 365 | 12.5% |
| 8 | 348 | 12.0% |
| 6 | 15 | 0.5% |
Month
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.4972527 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.440993 |
|---|---|
| Coefficient of variation (CV) | 0.52960737 |
| Kurtosis | -1.2057319 |
| Mean | 6.4972527 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.0052322921 |
| Sum | 4730 |
| Variance | 11.840433 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 62 | |
| 3 | 62 | |
| 5 | 62 | |
| 7 | 62 | |
| 8 | 62 | |
| 10 | 62 | |
| 4 | 60 | |
| 6 | 60 | |
| 9 | 60 | |
| 11 | 60 | |
| Other values (2) | 116 |
| Value | Count | Frequency (%) |
| 1 | 62 | |
| 2 | 57 | |
| 3 | 62 | |
| 4 | 60 | |
| 5 | 62 | |
| 6 | 60 | |
| 7 | 62 | |
| 8 | 62 | |
| 9 | 60 | |
| 10 | 62 |
| Value | Count | Frequency (%) |
| 12 | 59 | |
| 11 | 60 | |
| 10 | 62 | |
| 9 | 60 | |
| 8 | 62 | |
| 7 | 62 | |
| 6 | 60 | |
| 5 | 62 | |
| 4 | 60 | |
| 3 | 62 |
Day
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.741758 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.8278235 |
|---|---|
| Coefficient of variation (CV) | 0.56079019 |
| Kurtosis | -1.2020996 |
| Mean | 15.741758 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.0049701175 |
| Sum | 11460 |
| Variance | 77.930468 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 24 | 3.3% |
| 18 | 24 | 3.3% |
| 13 | 24 | 3.3% |
| 12 | 24 | 3.3% |
| 11 | 24 | 3.3% |
| 10 | 24 | 3.3% |
| 9 | 24 | 3.3% |
| 8 | 24 | 3.3% |
| 7 | 24 | 3.3% |
| 6 | 24 | 3.3% |
| Other values (21) | 488 |
| Value | Count | Frequency (%) |
| 1 | 24 | |
| 2 | 24 | |
| 3 | 24 | |
| 4 | 24 | |
| 5 | 24 | |
| 6 | 24 | |
| 7 | 24 | |
| 8 | 24 | |
| 9 | 24 | |
| 10 | 24 |
| Value | Count | Frequency (%) |
| 31 | 14 | |
| 30 | 22 | |
| 29 | 23 | |
| 28 | 24 | |
| 27 | 24 | |
| 26 | 24 | |
| 25 | 24 | |
| 24 | 24 | |
| 23 | 24 | |
| 22 | 24 |
| Day | Global_active_power | Global_intensity | Global_reactive_power | Month | Sub_metering_1 | Sub_metering_2 | Sub_metering_3 | Voltage | Year | prcp | pres | tavg | tmax | tmin | wdir | wspd | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Day | 1.000 | -0.110 | -0.103 | -0.058 | 0.010 | -0.057 | 0.000 | -0.059 | 0.062 | 0.000 | -0.060 | 0.084 | -0.067 | -0.062 | -0.069 | -0.044 | -0.163 |
| Global_active_power | -0.110 | 1.000 | 0.991 | 0.278 | -0.087 | 0.247 | 0.203 | 0.421 | -0.142 | 0.157 | -0.013 | 0.065 | -0.247 | -0.236 | -0.251 | -0.025 | 0.006 |
| Global_intensity | -0.103 | 0.991 | 1.000 | 0.322 | -0.089 | 0.245 | 0.222 | 0.428 | -0.172 | 0.175 | -0.008 | 0.054 | -0.211 | -0.202 | -0.215 | -0.022 | 0.005 |
| Global_reactive_power | -0.058 | 0.278 | 0.322 | 1.000 | -0.001 | 0.060 | 0.477 | 0.041 | -0.053 | 0.000 | 0.044 | -0.097 | 0.140 | 0.137 | 0.127 | 0.035 | 0.010 |
| Month | 0.010 | -0.087 | -0.089 | -0.001 | 1.000 | -0.001 | -0.055 | 0.002 | -0.004 | 0.208 | -0.068 | 0.141 | 0.040 | 0.015 | 0.070 | -0.035 | -0.121 |
| Sub_metering_1 | -0.057 | 0.247 | 0.245 | 0.060 | -0.001 | 1.000 | 0.031 | 0.131 | -0.131 | 0.000 | 0.067 | -0.020 | 0.019 | 0.032 | 0.014 | 0.089 | 0.027 |
| Sub_metering_2 | 0.000 | 0.203 | 0.222 | 0.477 | -0.055 | 0.031 | 1.000 | -0.020 | -0.061 | 0.000 | 0.005 | -0.009 | 0.049 | 0.048 | 0.035 | 0.003 | -0.008 |
| Sub_metering_3 | -0.059 | 0.421 | 0.428 | 0.041 | 0.002 | 0.131 | -0.020 | 1.000 | -0.178 | 0.093 | -0.051 | -0.013 | 0.114 | 0.119 | 0.098 | -0.033 | -0.038 |
| Voltage | 0.062 | -0.142 | -0.172 | -0.053 | -0.004 | -0.131 | -0.061 | -0.178 | 1.000 | 0.219 | -0.040 | 0.110 | -0.438 | -0.436 | -0.433 | -0.096 | 0.026 |
| Year | 0.000 | 0.157 | 0.175 | 0.000 | 0.208 | 0.000 | 0.000 | 0.093 | 0.219 | 1.000 | 0.000 | 0.252 | 0.210 | 0.235 | 0.186 | 0.154 | 0.053 |
| prcp | -0.060 | -0.013 | -0.008 | 0.044 | -0.068 | 0.067 | 0.005 | -0.051 | -0.040 | 0.000 | 1.000 | -0.397 | -0.060 | -0.092 | 0.018 | 0.330 | 0.338 |
| pres | 0.084 | 0.065 | 0.054 | -0.097 | 0.141 | -0.020 | -0.009 | -0.013 | 0.110 | 0.252 | -0.397 | 1.000 | -0.180 | -0.174 | -0.217 | -0.101 | -0.351 |
| tavg | -0.067 | -0.247 | -0.211 | 0.140 | 0.040 | 0.019 | 0.049 | 0.114 | -0.438 | 0.210 | -0.060 | -0.180 | 1.000 | 0.980 | 0.960 | 0.029 | -0.123 |
| tmax | -0.062 | -0.236 | -0.202 | 0.137 | 0.015 | 0.032 | 0.048 | 0.119 | -0.436 | 0.235 | -0.092 | -0.174 | 0.980 | 1.000 | 0.909 | -0.009 | -0.152 |
| tmin | -0.069 | -0.251 | -0.215 | 0.127 | 0.070 | 0.014 | 0.035 | 0.098 | -0.433 | 0.186 | 0.018 | -0.217 | 0.960 | 0.909 | 1.000 | 0.093 | -0.060 |
| wdir | -0.044 | -0.025 | -0.022 | 0.035 | -0.035 | 0.089 | 0.003 | -0.033 | -0.096 | 0.154 | 0.330 | -0.101 | 0.029 | -0.009 | 0.093 | 1.000 | 0.128 |
| wspd | -0.163 | 0.006 | 0.005 | 0.010 | -0.121 | 0.027 | -0.008 | -0.038 | 0.026 | 0.053 | 0.338 | -0.351 | -0.123 | -0.152 | -0.060 | 0.128 | 1.000 |
| Global_active_power | Global_reactive_power | Voltage | Global_intensity | Sub_metering_1 | Sub_metering_2 | Sub_metering_3 | Datetime | tavg | tmin | tmax | prcp | snow | wdir | wspd | wpgt | pres | tsun | Year | Month | Day | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.044 | 0.152 | 242.73 | 4.4 | 0.0 | 2.0 | 0.0 | 2006-12-17 | 4.4 | 1.1 | 7.9 | 3.3 | NaN | 217.0 | 4.6 | NaN | 1029.5 | NaN | 2006 | 12 | 17 |
| 1 | 0.278 | 0.126 | 246.17 | 1.2 | 0.0 | 2.0 | 0.0 | 2006-12-18 | 4.6 | 3.4 | 6.0 | 0.0 | NaN | 125.0 | 6.5 | NaN | 1029.0 | NaN | 2006 | 12 | 18 |
| 2 | 0.414 | 0.242 | 241.19 | 2.0 | 0.0 | 1.0 | 0.0 | 2006-12-19 | 2.6 | 0.5 | 5.2 | 0.0 | NaN | 22.0 | 14.8 | NaN | 1034.1 | NaN | 2006 | 12 | 19 |
| 3 | 0.824 | 0.058 | 245.57 | 3.4 | 0.0 | 0.0 | 0.0 | 2006-12-20 | 2.9 | 0.5 | 5.7 | 0.0 | NaN | 21.0 | 13.5 | NaN | 1037.5 | NaN | 2006 | 12 | 20 |
| 4 | 1.814 | 0.148 | 243.51 | 7.6 | 0.0 | 0.0 | 18.0 | 2006-12-21 | 5.2 | 1.7 | 8.5 | 0.0 | NaN | 23.0 | 14.5 | NaN | 1039.4 | NaN | 2006 | 12 | 21 |
| 5 | 0.206 | 0.000 | 245.70 | 0.8 | 0.0 | 0.0 | 0.0 | 2006-12-22 | 5.1 | 3.8 | 6.8 | 0.0 | NaN | 30.0 | 15.0 | NaN | 1039.5 | NaN | 2006 | 12 | 22 |
| 6 | 2.328 | 0.000 | 241.25 | 9.6 | 0.0 | 0.0 | 0.0 | 2006-12-23 | 2.7 | 1.8 | 5.6 | 0.0 | NaN | 34.0 | 10.4 | NaN | 1038.2 | NaN | 2006 | 12 | 23 |
| 7 | 5.376 | 0.046 | 237.57 | 22.6 | 0.0 | 0.0 | 18.0 | 2006-12-24 | 2.4 | 1.6 | 2.8 | 0.0 | NaN | 65.0 | 7.4 | NaN | 1036.4 | NaN | 2006 | 12 | 24 |
| 8 | 0.586 | 0.260 | 243.65 | 2.6 | 0.0 | 1.0 | 0.0 | 2006-12-25 | 1.4 | 0.2 | 2.8 | 0.0 | NaN | 27.0 | 7.2 | NaN | 1035.5 | NaN | 2006 | 12 | 25 |
| 9 | 2.490 | 0.102 | 245.44 | 10.0 | 0.0 | 1.0 | 0.0 | 2006-12-26 | 0.3 | -0.5 | 1.0 | 0.0 | NaN | 115.0 | 6.6 | NaN | 1034.2 | NaN | 2006 | 12 | 26 |
| Global_active_power | Global_reactive_power | Voltage | Global_intensity | Sub_metering_1 | Sub_metering_2 | Sub_metering_3 | Datetime | tavg | tmin | tmax | prcp | snow | wdir | wspd | wpgt | pres | tsun | Year | Month | Day | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 718 | 0.346 | 0.062 | 245.43 | 1.4 | 0.0 | 1.0 | 0.0 | 2008-12-04 | 4.8 | 0.2 | 10.3 | 0.0 | 10.0 | 198.0 | 10.6 | NaN | 994.8 | NaN | 2008 | 12 | 4 |
| 719 | 1.024 | 0.180 | 245.44 | 4.4 | 0.0 | 0.0 | 0.0 | 2008-12-05 | 6.9 | 5.9 | 8.3 | 5.6 | 10.0 | 225.0 | 15.1 | NaN | 991.4 | NaN | 2008 | 12 | 5 |
| 720 | 1.560 | 0.074 | 244.07 | 6.4 | 0.0 | 0.0 | 18.0 | 2008-12-06 | 7.0 | 5.8 | 8.9 | 2.3 | 10.0 | 283.0 | 11.7 | NaN | 1010.8 | NaN | 2008 | 12 | 6 |
| 721 | 1.452 | 0.142 | 246.23 | 5.8 | 0.0 | 0.0 | 0.0 | 2008-12-07 | 4.0 | 2.9 | 7.8 | 0.0 | 10.0 | 28.0 | 6.5 | NaN | 1027.2 | NaN | 2008 | 12 | 7 |
| 722 | 1.600 | 0.148 | 242.05 | 6.6 | 0.0 | 1.0 | 18.0 | 2008-12-08 | 2.0 | 1.1 | 3.5 | 0.0 | 10.0 | 135.0 | 6.9 | NaN | 1025.6 | NaN | 2008 | 12 | 8 |
| 723 | 0.218 | 0.048 | 246.58 | 0.8 | 0.0 | 0.0 | 0.0 | 2008-12-09 | 2.2 | 0.6 | 3.9 | 0.0 | 10.0 | 277.0 | 8.9 | NaN | 1018.1 | NaN | 2008 | 12 | 9 |
| 724 | 0.212 | 0.052 | 244.62 | 0.8 | 0.0 | 0.0 | 0.0 | 2008-12-10 | 3.4 | 2.3 | 4.8 | 3.3 | 10.0 | 322.0 | 11.0 | NaN | 1017.2 | NaN | 2008 | 12 | 10 |
| 725 | 0.336 | 0.086 | 244.49 | 1.4 | 0.0 | 0.0 | 0.0 | 2008-12-11 | 1.5 | -0.5 | 4.7 | 0.0 | 10.0 | 216.0 | 6.2 | NaN | 1013.7 | NaN | 2008 | 12 | 11 |
| 726 | 0.372 | 0.062 | 242.86 | 1.6 | 0.0 | 0.0 | 0.0 | 2008-12-12 | -0.9 | -1.6 | 2.7 | 0.0 | 10.0 | 177.0 | 9.6 | NaN | 1018.5 | NaN | 2008 | 12 | 12 |
| 727 | 0.212 | 0.048 | 244.87 | 0.8 | 0.0 | 0.0 | 0.0 | 2008-12-13 | 0.3 | -2.1 | 3.5 | 0.0 | 10.0 | 150.0 | 15.9 | NaN | 1001.4 | NaN | 2008 | 12 | 13 |